Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival, using best separation (to the left) and median separation (to the right). Patients were divided based on level of expression into one of the two groups "low" or "high". Below each Kaplan-Meier plot, corresponding expression cutoff, 5-year survival for patients with high expression, 5-year survival for patients with low expression and log-rank P value are displayed. For melanoma and glioma, 3-year survival is shown. The survival analysis is described in Assays & Annotation.

The tabs at the top of the survival analysis section can be used to switch between the different cancer subtypes.

Renal cancer

Kidney Renal Clear Cell Carcinoma (KIRC)

Kidney Renal Papillary Cell Carcinoma (KIRP)

Kidney Chromophobe (KICH)

Best separation

Median separation

Expression cutoff

0.8 FPKM

1.2 FPKM

5-year survival highi

5-year survival for patients with higher expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

71%

72%

5-year survival lowi

5-year survival for patients with lower expression than the expression cutoff.

The Scatter Survival plot shows the clinical status for all individuals in the patient cohort, based on the same data as in the Kaplan-Meier plots. Living patients are shown in blue and deceased patients in red. The x-axis shows the expression levels (FPKM) of the investigated gene at the time of diagnosis and the y-axis shows the number of years of survival (living years) after the diagnosis.

Individual patient data is displayed in an interactive plot and can be filtered by clicking on one or several category buttons to the left. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be changed to "x linear" by clicking on the "x log" button on the left. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

Stage:

TCGA RNA samplesi

RNA-seq data is reported as median FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .

Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.

Average FPKM

1.2

Number of samples

877

Samples

Sample

Description

FPKM

TCGA-B9-4117-01A

48 years, female, black or african american

4.0

TCGA-B0-4696-01A

58 years, male, white, stage:iii

3.9

TCGA-KN-8428-01A

71 years, male, white, stage:ii

3.5

TCGA-SX-A7SU-01A

47 years, male, stage:i

3.4

TCGA-2Z-A9JL-01A

47 years, male, black or african american, stage:i

3.2

TCGA-B9-4113-01A

64 years, male, black or african american, stage:i

2.9

TCGA-KN-8435-01A

59 years, male, white, stage:ii

2.9

TCGA-GL-7966-01A

28 years, female, white, stage:iii

2.9

TCGA-CJ-4642-01B

47 years, male, white, stage:ii

2.8

TCGA-B9-A8YH-01A

52 years, male, black or african american, stage:i

2.8

TCGA-KN-8436-01A

63 years, male, white, stage:ii

2.7

TCGA-AL-3467-01A

54 years, female, white

2.7

TCGA-B2-3924-01A

73 years, male, white, stage:i

2.7

TCGA-A3-3328-01A

79 years, male, white, stage:i

2.7

TCGA-KN-8432-01A

86 years, female, white, stage:ii

2.6

TCGA-SX-A71R-01A

51 years, male, white, stage:i

2.6

TCGA-BP-4775-01A

55 years, female, white, stage:i

2.6

TCGA-A3-3326-01A

47 years, male, white, stage:i

2.6

TCGA-GL-A59R-01A

79 years, male, white, stage:iii

2.6

TCGA-Y8-A894-01A

57 years, female, white, stage:i

2.5

TCGA-B0-5099-01A

88 years, female, white, stage:iii

2.5

TCGA-A3-3370-01A

48 years, female, white, stage:i

2.5

TCGA-KN-8418-01A

41 years, female, white, stage:ii

2.5

TCGA-KN-8426-01A

50 years, male, white, stage:iv

2.5

TCGA-B0-5098-01A

53 years, female, black or african american, stage:i

2.5

TCGA-KL-8330-01A

44 years, female, black or african american, stage:ii

2.4

TCGA-BP-4325-01A

64 years, female, white, stage:i

2.4

TCGA-2Z-A9JR-01A

57 years, male, white, stage:i

2.4

TCGA-KO-8417-01A

30 years, female, white, stage:i

2.4

TCGA-SX-A71S-01A

66 years, female, white, stage:i

2.4

TCGA-MW-A4EC-01A

73 years, female, black or african american, stage:i

2.4

TCGA-KL-8323-01A

57 years, female, white, stage:iii

2.4

TCGA-AL-3472-01A

57 years, male, black or african american

2.4

TCGA-UZ-A9PR-01A

84 years, male, white, stage:i

2.4

TCGA-BP-4351-01A

51 years, female, white, stage:iii

2.3

TCGA-HE-A5NJ-01A

58 years, male

2.3

TCGA-KN-8425-01A

53 years, male, white, stage:i

2.3

TCGA-A3-3322-01A

51 years, male, white, stage:i

2.3

TCGA-B8-A54F-01A

49 years, female, black or african american, stage:i

2.3

TCGA-Y8-A8RY-01A

63 years, male, white, stage:i

2.3

TCGA-BP-4355-01A

59 years, female, white, stage:iii

2.3

TCGA-BP-4158-01A

69 years, male, white, stage:i

2.3

TCGA-KM-8443-01A

58 years, male, white, stage:ii

2.3

TCGA-Y8-A896-01A

62 years, male, white, stage:iii

2.3

TCGA-A3-3359-01A

82 years, female, white, stage:i

2.3

TCGA-KL-8341-01A

41 years, male, asian, stage:iv

2.3

TCGA-B2-5633-01B

56 years, male, white, stage:i

2.3

TCGA-2Z-A9JS-01A

74 years, male, white, stage:i

2.3

TCGA-DW-7839-01A

58 years, female, white, stage:i

2.3

TCGA-MH-A856-01A

54 years, male, white, stage:i

2.3

TCGA-B3-3925-01A

52 years, male, white, stage:iii

2.3

TCGA-2Z-A9J9-01A

77 years, male, black or african american, stage:i

2.3

TCGA-BP-4766-01A

43 years, female, white, stage:i

2.3

TCGA-BP-5001-01A

43 years, female, white, stage:i

2.2

TCGA-G7-A8LE-01A

62 years, male, white, stage:i

2.2

TCGA-AS-3778-01A

35 years, male, white, stage:i

2.2

TCGA-CJ-4878-01A

71 years, female, white, stage:iii

2.2

TCGA-A3-A8CQ-01A

59 years, female, black or african american, stage:i

2.2

TCGA-A3-A8OV-01A

75 years, male, black or african american, stage:i

2.2

TCGA-A4-A5DU-01A

45 years, female, white, stage:i

2.2

TCGA-B0-4714-01A

81 years, male, white, stage:iv

2.2

TCGA-KN-8429-01A

38 years, female, white, stage:iii

2.2

TCGA-5P-A9JV-01A

49 years, male, white

2.2

TCGA-A3-3320-01A

52 years, female, white, stage:i

2.2

TCGA-DW-7842-01A

52 years, male, white, stage:i

2.2

TCGA-B0-4824-01A

49 years, female, white, stage:i

2.2

TCGA-A3-3331-01A

86 years, female, white, stage:i

2.2

TCGA-HE-A5NH-01A

62 years, male, stage:i

2.1

TCGA-KN-8423-01A

44 years, male, white, stage:i

2.1

TCGA-UZ-A9PU-01A

77 years, male, white, stage:i

2.1

TCGA-B8-A54K-01A

61 years, male, black or african american, stage:i

2.1

TCGA-2Z-A9J8-01A

50 years, male, white, stage:i

2.1

TCGA-KO-8414-01A

50 years, female, white, stage:ii

2.1

TCGA-A4-7732-01A

55 years, male, black or african american

2.1

TCGA-UZ-A9PQ-01A

59 years, male, black or african american, stage:iii

2.1

TCGA-KM-8440-01A

37 years, male, black or african american, stage:iii

2.1

TCGA-5P-A9K2-01A

62 years, male, white

2.1

TCGA-EV-5901-01A

47 years, female, white, stage:i

2.1

TCGA-A3-A6NN-01A

78 years, male, black or african american, stage:i

2.1

TCGA-BP-4342-01A

79 years, male, white, stage:ii

2.1

TCGA-B3-4103-01A

56 years, male, white, stage:i

2.1

TCGA-KL-8337-01A

26 years, male, black or african american, stage:ii

2.1

TCGA-SX-A7SR-01A

66 years, male, white, stage:ii

2.1

TCGA-A3-3323-01A

53 years, male, white, stage:i

2.1

TCGA-CJ-4892-01A

65 years, female, white, stage:i

2.1

TCGA-IZ-8196-01A

50 years, male, white, stage:i

2.0

TCGA-B3-4104-01A

75 years, male, white, stage:ii

2.0

TCGA-KL-8331-01A

48 years, female, white, stage:ii

2.0

TCGA-F9-A8NY-01A

38 years, female, asian, stage:iv

2.0

TCGA-KL-8335-01A

68 years, male, white, stage:iii

2.0

TCGA-G7-A4TM-01A

41 years, male, black or african american, stage:i

2.0

TCGA-KL-8336-01A

51 years, female, white, stage:iv

2.0

TCGA-CJ-4639-01A

49 years, female, white, stage:ii

2.0

TCGA-B1-A47O-01A

54 years, female, white, stage:i

2.0

TCGA-B0-4688-01A

46 years, male, white, stage:iv

2.0

TCGA-A3-A8OW-01A

37 years, male, black or african american, stage:iii

2.0

TCGA-2Z-A9J7-01A

63 years, male, white, stage:iv

2.0

TCGA-BP-4346-01A

57 years, male, white, stage:iii

2.0

TCGA-BP-4330-01A

60 years, female, black or african american, stage:iii

2.0

TCGA-5P-A9KA-01A

61 years, male, white

2.0

TCGA-BP-4327-01A

75 years, female, white, stage:ii

2.0

TCGA-5P-A9KF-01A

53 years, male, white

2.0

TCGA-BP-4332-01A

36 years, male, white, stage:iii

2.0

TCGA-BQ-5878-01A

79 years, female, white, stage:iii

2.0

TCGA-KO-8406-01A

17 years, female, white, stage:i

2.0

TCGA-A3-3363-01A

50 years, male, asian, stage:ii

2.0

TCGA-DW-5561-01A

51 years, male, black or african american, stage:i

2.0

TCGA-B2-A4SR-01A

62 years, male, black or african american, stage:ii

1.9

TCGA-B8-4148-01A

63 years, female, white, stage:i

1.9

TCGA-BP-4340-01A

70 years, female, white, stage:i

1.9

TCGA-O9-A75Z-01A

44 years, male, white, stage:i

1.9

TCGA-AL-3471-01A

74 years, male, white, stage:i

1.9

TCGA-A4-8516-01A

62 years, male, white, stage:iii

1.9

TCGA-A3-3362-01A

60 years, female, white, stage:i

1.9

TCGA-G6-A8L8-01A

62 years, female, black or african american, stage:i

1.9

TCGA-V9-A7HT-01A

67 years, male, black or african american, stage:ii

1.9

TCGA-DZ-6135-01A

45 years, male, stage:i

1.9

TCGA-A3-3385-01A

46 years, female, white, stage:i

1.9

TCGA-KO-8413-01A

46 years, male, white, stage:i

1.9

TCGA-BP-4994-01A

54 years, male, white, stage:i

1.9

TCGA-A4-7734-01A

53 years, female, white, stage:i

1.9

TCGA-KL-8324-01A

67 years, female, white, stage:ii

1.9

TCGA-GL-A9DC-01A

66 years, female, white, stage:i

1.9

TCGA-Y8-A8S0-01A

58 years, male, white, stage:i

1.9

TCGA-5P-A9KC-01A

51 years, female, white

1.9

TCGA-5P-A9JY-01A

79 years, male, white

1.9

TCGA-UZ-A9PZ-01A

65 years, male, white, stage:iii

1.9

TCGA-P4-A5E7-01A

74 years, female, white, stage:i

1.9

TCGA-CJ-4635-01A

48 years, male, white, stage:i

1.9

TCGA-A4-8311-01A

60 years, male, white, stage:i

1.9

TCGA-KM-8442-01A

38 years, male, stage:ii

1.9

TCGA-KL-8328-01A

60 years, male, white, stage:ii

1.9

TCGA-B0-4710-01A

75 years, female, white, stage:iii

1.9

TCGA-BP-4998-01A

49 years, male, asian, stage:i

1.9

TCGA-A3-3380-01A

54 years, male, stage:i

1.8

TCGA-KO-8408-01A

47 years, male, white, stage:iii

1.8

TCGA-AL-3468-01A

74 years, male, white, stage:ii

1.8

TCGA-CZ-4857-01A

56 years, male, white, stage:iv

1.8

TCGA-AK-3465-01A

71 years, female, black or african american, stage:i

1.8

TCGA-B0-5085-01A

76 years, female, white, stage:iii

1.8

TCGA-KO-8407-01A

42 years, male, white, stage:ii

1.8

TCGA-BP-4982-01A

42 years, male, white, stage:i

1.8

TCGA-KL-8343-01A

72 years, male, white, stage:iii

1.8

TCGA-BP-4987-01A

41 years, female, asian, stage:i

1.8

TCGA-AK-3454-01A

84 years, male, white, stage:i

1.8

TCGA-HE-A5NL-01A

51 years, male, stage:i

1.8

TCGA-2Z-A9JM-01A

28 years, male, white, stage:i

1.8

TCGA-BP-4974-01A

58 years, male, white, stage:iv

1.8

TCGA-B0-5120-01A

72 years, female, white, stage:i

1.8

TCGA-UZ-A9PS-01A

62 years, female, black or african american, stage:ii

1.8

TCGA-BP-4765-01A

43 years, male, white, stage:i

1.8

TCGA-KM-8639-01A

67 years, male, white, stage:i

1.8

TCGA-5P-A9JU-01A

81 years, male, white, stage:iii

1.8

TCGA-5P-A9JZ-01A

51 years, female, white

1.8

TCGA-T7-A92I-01A

47 years, female, black or african american, stage:i

1.8

TCGA-A4-A57E-01A

59 years, male, white, stage:iv

1.8

TCGA-B3-8121-01A

48 years, female, black or african american, stage:i

1.8

TCGA-CJ-4634-01A

60 years, female, white, stage:i

1.8

TCGA-SX-A7SO-01A

64 years, male, white, stage:i

1.8

TCGA-B0-5077-01A

77 years, male, white, stage:i

1.8

TCGA-IA-A83W-01A

70 years, male, white, stage:i

1.8

TCGA-UZ-A9PJ-01A

78 years, male, white, stage:i

1.8

TCGA-B8-A54J-01A

60 years, male, black or african american, stage:ii

1.8

TCGA-DW-5560-01A

38 years, female, white, stage:i

1.8

TCGA-BP-4756-01A

63 years, female, asian, stage:i

1.8

TCGA-CW-5583-01A

51 years, female, white, stage:i

1.8

TCGA-B1-A47N-01A

62 years, male, white, stage:i

1.8

TCGA-BP-4991-01A

54 years, male, white, stage:i

1.8

TCGA-KN-8433-01A

46 years, female, white, stage:iii

1.8

TCGA-B8-A54E-01A

62 years, female, black or african american, stage:i

1.8

TCGA-A4-7584-01A

59 years, male, black or african american, stage:i

1.8

TCGA-2Z-A9J3-01A

67 years, male, white, stage:ii

1.8

TCGA-B1-A47M-01A

79 years, male, black or african american, stage:iii

1.8

TCGA-HE-7129-01A

male, stage:ii

1.8

TCGA-B0-5095-01A

81 years, male, white, stage:iii

1.7

TCGA-CJ-4643-01A

67 years, female, white, stage:ii

1.7

TCGA-MH-A855-01A

52 years, female, black or african american, stage:ii

1.7

TCGA-KL-8325-01A

56 years, female, white, stage:ii

1.7

TCGA-A3-3352-01A

male, white, stage:iii

1.7

TCGA-G7-A8LB-01A

70 years, male, white, stage:iv

1.7

TCGA-BP-4164-01A

51 years, female, white, stage:iii

1.7

TCGA-UZ-A9PK-01A

71 years, male, white, stage:i

1.7

TCGA-EV-5902-01A

58 years, male, white, stage:i

1.7

TCGA-AK-3433-01A

48 years, female, white, stage:ii

1.7

TCGA-B0-4849-01A

51 years, male, white, stage:iii

1.7

TCGA-B0-4813-01A

68 years, male, white, stage:iii

1.7

TCGA-B0-5102-01A

74 years, female, white, stage:i

1.7

TCGA-SX-A71U-01A

57 years, male, white, stage:i

1.7

TCGA-5P-A9KH-01A

77 years, male, white

1.7

TCGA-F9-A97G-01A

79 years, male, asian, stage:iii

1.7

TCGA-B0-5088-01A

53 years, male, white, stage:i

1.7

TCGA-KN-8434-01A

65 years, female, white, stage:ii

1.7

TCGA-BQ-7051-01A

74 years, male, white, stage:ii

1.7

TCGA-A4-8630-01A

59 years, female, white, stage:i

1.7

TCGA-KL-8345-01A

75 years, male, white, stage:iii

1.7

TCGA-A3-3313-01A

59 years, male, black or african american, stage:i

1.7

TCGA-UZ-A9PV-01A

65 years, male, white, stage:i

1.7

TCGA-2Z-A9JD-01A

66 years, male, white, stage:i

1.7

TCGA-A3-3372-01A

64 years, male, white, stage:iii

1.7

TCGA-B0-5119-01A

61 years, female, white, stage:i

1.7

TCGA-UZ-A9PX-01A

73 years, male, white, stage:i

1.7

TCGA-Y8-A897-01A

68 years, female, white, stage:i

1.7

TCGA-A4-8310-01A

58 years, male, white, stage:iii

1.7

TCGA-BP-4969-01A

63 years, female, white, stage:i

1.7

TCGA-KN-8421-01A

48 years, female, white, stage:ii

1.7

TCGA-BP-5199-01A

58 years, male, white, stage:ii

1.7

TCGA-Y8-A8RZ-01A

55 years, male, white, stage:i

1.7

TCGA-AK-3443-01A

45 years, male, white, stage:ii

1.7

TCGA-GK-A6C7-01A

77 years, female, black or african american, stage:i

1.7

TCGA-KL-8334-01A

37 years, female, white, stage:iii

1.7

TCGA-BP-4973-01A

47 years, male, white, stage:iii

1.7

TCGA-CJ-4899-01A

42 years, male, asian, stage:i

1.7

TCGA-A3-3325-01A

52 years, male, white, stage:i

1.7

TCGA-Y8-A895-01A

74 years, male, white, stage:i

1.7

TCGA-KL-8340-01A

34 years, male, white, stage:ii

1.7

TCGA-SX-A7SL-01A

74 years, male, stage:i

1.7

TCGA-AK-3461-01A

72 years, male, white, stage:i

1.7

TCGA-P4-A5E8-01A

57 years, male, white, stage:iii

1.7

TCGA-B0-4816-01A

49 years, male, white, stage:ii

1.7

TCGA-B9-A5W9-01A

40 years, male, white, stage:i

1.7

TCGA-BP-4335-01A

65 years, female, white, stage:iv

1.7

TCGA-BP-4992-01A

66 years, male, white, stage:i

1.6

TCGA-A3-3367-01A

72 years, male, white, stage:i

1.6

TCGA-MH-A55W-01A

50 years, male, black or african american, stage:i

1.6

TCGA-BQ-7050-01A

53 years, female, white, stage:i

1.6

TCGA-A3-A6NL-01A

49 years, female, black or african american, stage:i

1.6

TCGA-DW-7841-01A

61 years, male, black or african american, stage:i

1.6

TCGA-P4-AAVL-01A

85 years, male, white, stage:iii

1.6

TCGA-AK-3440-01A

58 years, male, white, stage:i

1.6

TCGA-BP-5007-01A

46 years, male, white, stage:ii

1.6

TCGA-A3-3307-01A

66 years, male, stage:iii

1.6

TCGA-J7-8537-01A

37 years, female, asian, stage:iii

1.6

TCGA-G7-6797-01A

46 years, male, white, stage:iii

1.6

TCGA-BP-5008-01A

46 years, male, white, stage:i

1.6

TCGA-A3-3343-01A

79 years, male, white, stage:ii

1.6

TCGA-CJ-4902-01A

61 years, male, white, stage:iii

1.6

TCGA-B0-4818-01A

68 years, female, white, stage:ii

1.6

TCGA-B0-4699-01A

74 years, male, white, stage:iv

1.6

TCGA-B8-A54H-01A

69 years, female, black or african american, stage:ii

1.6

TCGA-B0-5705-01A

65 years, female, white, stage:i

1.6

TCGA-A4-7996-01A

61 years, female, white, stage:i

1.6

TCGA-4A-A93W-01A

66 years, female, white, stage:i

1.6

TCGA-A3-3374-01A

51 years, female, black or african american, stage:i

1.6

TCGA-KL-8329-01A

57 years, female, asian, stage:i

1.6

TCGA-B0-4845-01A

70 years, male, white, stage:iv

1.6

TCGA-KL-8327-01A

46 years, female, white, stage:i

1.6

TCGA-A4-A4ZT-01A

71 years, female, white, stage:i

1.6

TCGA-UZ-A9PL-01A

59 years, male, white, stage:ii

1.6

TCGA-B0-5693-01A

47 years, female, white, stage:i

1.6

TCGA-AT-A5NU-01A

77 years, male, white, stage:i

1.6

TCGA-A3-3376-01A

51 years, male, black or african american, stage:i

1.6

TCGA-B0-4810-01A

47 years, male, white, stage:iii

1.6

TCGA-B0-5110-01A

71 years, female, white, stage:i

1.6

TCGA-B9-A5W7-01A

47 years, male, black or african american, stage:i

1.6

TCGA-5P-A9K0-01A

75 years, male, white

1.6

TCGA-SX-A7SS-01A

67 years, male, white, stage:i

1.6

TCGA-B3-A6W5-01A

43 years, male, black or african american, stage:i

1.6

TCGA-CZ-4862-01A

46 years, male, white, stage:i

1.6

TCGA-AK-3460-01A

58 years, male, white, stage:i

1.6

TCGA-SX-A71W-01A

66 years, male, white, stage:i

1.5

TCGA-CZ-5453-01A

67 years, male, white, stage:ii

1.5

TCGA-KN-8424-01A

42 years, female, white, stage:i

1.5

TCGA-BP-4968-01A

40 years, male, white, stage:i

1.5

TCGA-KV-A6GD-01A

85 years, male, white, stage:i

1.5

TCGA-2Z-A9JN-01A

50 years, female, black or african american, stage:i

1.5

TCGA-B0-5399-01A

46 years, male, white, stage:i

1.5

TCGA-BP-4341-01A

67 years, male, white, stage:iii

1.5

TCGA-4A-A93X-01A

58 years, male, white, stage:iv

1.5

TCGA-B0-4690-01A

65 years, male, white, stage:iv

1.5

TCGA-BP-4999-01A

56 years, male, white, stage:i

1.5

TCGA-BP-4995-01A

68 years, male, white, stage:i

1.5

TCGA-6D-AA2E-01A

68 years, female, black or african american, stage:i

1.5

TCGA-B2-4101-01A

52 years, male, white, stage:ii

1.5

TCGA-SX-A7SP-01A

66 years, female, white, stage:i

1.5

TCGA-B8-4143-01A

66 years, female, white, stage:iv

1.5

TCGA-CZ-5986-01A

61 years, male, white, stage:i

1.5

TCGA-B0-4834-01A

49 years, male, white, stage:i

1.5

TCGA-B0-4698-01A

75 years, male, white, stage:iv

1.5

TCGA-MH-A561-01A

66 years, male, white, stage:i

1.5

TCGA-KN-8437-01A

42 years, female, white, stage:i

1.5

TCGA-B0-4811-01A

48 years, male, white, stage:iii

1.5

TCGA-KL-8338-01A

51 years, male, white, stage:iii

1.5

TCGA-CZ-4853-01A

82 years, male, white, stage:i

1.5

TCGA-BP-4331-01A

52 years, male, white, stage:i

1.5

TCGA-A3-3351-01A

42 years, male, white, stage:ii

1.5

TCGA-A4-7288-01A

71 years, female, white

1.5

TCGA-B0-5115-01A

43 years, male, white, stage:iv

1.5

TCGA-B0-5691-01A

66 years, female, white, stage:i

1.5

TCGA-BP-4963-01A

64 years, male, white, stage:i

1.5

TCGA-A3-A6NJ-01A

57 years, female, black or african american, stage:i

1.5

TCGA-CZ-5458-01A

43 years, male, white, stage:iii

1.5

TCGA-BP-4771-01A

62 years, male, white, stage:iv

1.5

TCGA-KM-8439-01A

30 years, male, white, stage:i

1.5

TCGA-KN-8419-01A

43 years, male, black or african american, stage:ii

1.5

TCGA-SX-A7SN-01A

52 years, male, white, stage:i

1.5

TCGA-B8-4151-01A

51 years, female, white, stage:iii

1.5

TCGA-B0-4822-01A

78 years, male, white, stage:ii

1.5

TCGA-B0-4815-01A

65 years, male, white, stage:iii

1.5

TCGA-2Z-A9J6-01A

61 years, male, white, stage:i

1.5

TCGA-A4-8515-01A

47 years, male, american indian or alaska native, stage:i

1.5

TCGA-B8-5546-01A

38 years, female, black or african american, stage:i

1.5

TCGA-CJ-4887-01A

48 years, male, white, stage:iv

1.5

TCGA-B9-5155-01A

71 years, male, white, stage:iii

1.5

TCGA-CW-5585-01A

51 years, male, white, stage:iv

1.5

TCGA-2Z-A9JJ-01A

69 years, female, white, stage:i

1.5

TCGA-BP-4349-01A

68 years, female, white, stage:i

1.5

TCGA-KM-8438-01A

45 years, female, white, stage:ii

1.5

TCGA-BP-4768-01A

72 years, female, white, stage:i

1.5

TCGA-BQ-7044-01A

73 years, male, white, stage:iii

1.5

TCGA-B0-5713-01A

75 years, female, white, stage:iii

1.5

TCGA-BP-4162-01A

65 years, female, white, stage:i

1.5

TCGA-B0-4846-01A

52 years, male, white, stage:iv

1.5

TCGA-BQ-5884-01A

59 years, female, black or african american, stage:i

1.5

TCGA-5P-A9K9-01A

59 years, female, white

1.5

TCGA-UZ-A9PO-01A

80 years, male, white, stage:i

1.5

TCGA-A4-A5Y0-01A

61 years, female, white, stage:i

1.5

TCGA-B0-4693-01A

73 years, female, white, stage:iii

1.5

TCGA-BP-4165-01A

64 years, female, white, stage:i

1.4

TCGA-B0-4814-01A

58 years, male, white, stage:iv

1.4

TCGA-BP-4344-01A

75 years, female, white, stage:i

1.4

TCGA-BP-4989-01A

58 years, male, white, stage:iii

1.4

TCGA-DV-5576-01A

55 years, female, black or african american, stage:i

1.4

TCGA-BP-5186-01A

50 years, female, white, stage:i

1.4

TCGA-BQ-7049-01A

45 years, female, white, stage:i

1.4

TCGA-IA-A40X-01A

49 years, female, black or african american, stage:i

1.4

TCGA-BP-5187-01A

54 years, male, white, stage:i

1.4

TCGA-5P-A9K6-01A

64 years, male, white

1.4

TCGA-B0-4697-01A

46 years, female, white, stage:iv

1.4

TCGA-B1-A657-01A

54 years, male, white, stage:i

1.4

TCGA-KV-A74V-01A

40 years, male, white, stage:i

1.4

TCGA-G7-7502-01A

83 years, male, white, stage:i

1.4

TCGA-AL-3466-01A

41 years, male, white, stage:iv

1.4

TCGA-SX-A71V-01A

80 years, male, white, stage:i

1.4

TCGA-A3-3358-01A

57 years, female, white, stage:i

1.4

TCGA-B9-A69E-01A

71 years, male, white, stage:iii

1.4

TCGA-A4-7915-01A

35 years, female, black or african american, stage:ii

1.4

TCGA-BQ-7056-01A

75 years, female, white, stage:iii

1.4

TCGA-A4-8312-01A

60 years, male, black or african american, stage:i

1.4

TCGA-GL-7773-01A

63 years, male, white, stage:i

1.4

TCGA-KO-8411-01A

58 years, male, white, stage:i

1.4

TCGA-BP-4169-01A

76 years, female, white, stage:ii

1.4

TCGA-CZ-5466-01A

67 years, male, stage:iii

1.4

TCGA-UZ-A9PP-01A

60 years, male, white, stage:i

1.4

TCGA-MH-A857-01A

63 years, male, black or african american, stage:i

1.4

TCGA-GL-A9DD-01A

69 years, male, white, stage:i

1.4

TCGA-EU-5904-01A

47 years, female, white, stage:i

1.4

TCGA-HE-A5NI-01A

73 years, male, stage:i

1.4

TCGA-B0-4833-01A

82 years, female, white, stage:i

1.4

TCGA-BQ-7061-01A

84 years, female, white, stage:i

1.4

TCGA-B0-4852-01A

78 years, female, white, stage:ii

1.4

TCGA-B8-A7U6-01A

54 years, female, black or african american, stage:i

1.4

TCGA-B4-5378-01A

62 years, male, white, stage:i

1.4

TCGA-B8-4154-01A

73 years, female, white, stage:i

1.4

TCGA-B9-4116-01A

75 years, female, black or african american

1.4

TCGA-DW-7840-01A

60 years, male, black or african american, stage:i

1.4

TCGA-KL-8333-01A

69 years, male, white, stage:ii

1.4

TCGA-B0-5113-01A

69 years, female, white, stage:iii

1.4

TCGA-KO-8416-01A

41 years, male, white, stage:iii

1.4

TCGA-CW-5589-01A

52 years, male, white, stage:i

1.4

TCGA-KM-8441-01A

61 years, female, white, stage:i

1.4

TCGA-MM-A563-01A

41 years, male, black or african american

1.4

TCGA-AK-3453-01A

58 years, female, white, stage:ii

1.4

TCGA-B8-A8YJ-01A

60 years, female, black or african american, stage:i

1.4

TCGA-A3-3324-01A

51 years, male, white, stage:i

1.4

TCGA-2Z-A9JI-01A

38 years, male, white, stage:iii

1.4

TCGA-P4-A5EB-01A

83 years, male, white, stage:i

1.4

TCGA-A3-3349-01A

34 years, female, white, stage:i

1.4

TCGA-F9-A7Q0-01A

37 years, female, asian, stage:i

1.4

TCGA-WN-AB4C-01A

female, white, stage:i

1.4

TCGA-B2-3923-01A

59 years, male, white, stage:ii

1.3

TCGA-CJ-4886-01A

43 years, female, white, stage:i

1.3

TCGA-KM-8477-01A

56 years, male, white, stage:i

1.3

TCGA-2Z-A9JE-01A

59 years, male, white, stage:i

1.3

TCGA-B9-4115-01A

53 years, male, black or african american, stage:i

1.3

TCGA-G7-6792-01A

40 years, male, black or african american, stage:i

1.3

TCGA-CJ-5681-01A

44 years, female, white, stage:iv

1.3

TCGA-B1-A654-01A

43 years, female, black or african american, stage:i

1.3

TCGA-5P-A9K4-01A

54 years, male, white

1.3

TCGA-B0-4821-01A

68 years, female, asian, stage:iii

1.3

TCGA-MH-A55Z-01A

65 years, male, black or african american, stage:i

1.3

TCGA-KN-8427-01A

54 years, male, white, stage:iv

1.3

TCGA-BP-4790-01A

76 years, male, white, stage:i

1.3

TCGA-BP-4789-01A

48 years, male, white, stage:i

1.3

TCGA-KL-8346-01A

62 years, male, white, stage:ii

1.3

TCGA-BQ-5883-01A

79 years, female, black or african american, stage:i

1.3

TCGA-AK-3445-01A

69 years, male, white, stage:iii

1.3

TCGA-BP-4776-01A

52 years, male, white, stage:i

1.3

TCGA-B0-5092-01A

53 years, female, white, stage:iv

1.3

TCGA-A4-A6HP-01A

66 years, male, white, stage:i

1.3

TCGA-CJ-4889-01A

63 years, female, white, stage:i

1.3

TCGA-BP-4353-01A

61 years, male, white, stage:i

1.3

TCGA-IZ-8195-01A

82 years, male, white, stage:ii

1.3

TCGA-BP-4774-01A

57 years, female, white, stage:i

1.3

TCGA-CZ-5451-01A

74 years, male, white, stage:ii

1.3

TCGA-A3-3365-01A

46 years, male, white, stage:i

1.3

TCGA-BQ-5879-01A

32 years, female, white, stage:iii

1.3

TCGA-KO-8409-01A

69 years, male, white, stage:ii

1.3

TCGA-BP-4971-01A

40 years, male, white, stage:iii

1.3

TCGA-DV-5575-01A

52 years, female, white, stage:i

1.3

TCGA-GL-6846-01A

52 years, male, white, stage:iv

1.3

TCGA-B0-4838-01A

69 years, female, white, stage:i

1.3

TCGA-BP-4769-01A

63 years, male, white, stage:i

1.3

TCGA-DV-5567-01A

40 years, female, black or african american, stage:i

1.3

TCGA-B0-5706-01A

45 years, male, white, stage:ii

1.3

TCGA-BP-4976-01A

77 years, male, white, stage:i

1.3

TCGA-B8-4622-01A

57 years, male, white, stage:iv

1.3

TCGA-2Z-A9JO-01A

56 years, female, black or african american, stage:i

1.3

TCGA-BP-4337-01A

76 years, female, white, stage:iii

1.3

TCGA-KL-8342-01A

45 years, female, white, stage:ii

1.3

TCGA-CW-6088-01A

60 years, male, white, stage:i

1.3

TCGA-B0-4828-01A

79 years, male, white, stage:iv

1.3

TCGA-GL-A9DE-01A

74 years, male, black or african american, stage:i

1.3

TCGA-2K-A9WE-01A

53 years, male, white, stage:ii

1.3

TCGA-CJ-4891-01A

57 years, female, white, stage:iii

1.3

TCGA-BP-4975-01A

40 years, male, white, stage:i

1.3

TCGA-BQ-7053-01A

57 years, female, black or african american, stage:iii

1.3

TCGA-BQ-5875-01A

66 years, female, white, stage:iii

1.3

TCGA-SX-A7SQ-01A

48 years, male, white, stage:i

1.3

TCGA-UZ-A9PM-01A

62 years, male, white, stage:ii

1.3

TCGA-J7-A8I2-01A

75 years, male, asian, stage:i

1.3

TCGA-MM-A564-01A

68 years, male, black or african american, stage:ii

1.3

TCGA-B0-5094-01A

62 years, male, white, stage:iv

1.3

TCGA-CJ-4637-01A

52 years, female, white, stage:iv

1.3

TCGA-BQ-5882-01A

54 years, male, stage:iii

1.3

TCGA-CZ-4859-01A

59 years, female, white, stage:i

1.3

TCGA-B8-5549-01A

53 years, male, white, stage:i

1.3

TCGA-IA-A40Y-01A

60 years, female, white, stage:iii

1.3

TCGA-UZ-A9PN-01A

54 years, male, white, stage:iii

1.3

TCGA-CZ-4864-01A

86 years, male, white, stage:ii

1.3

TCGA-BQ-7055-01A

73 years, male, white, stage:i

1.3

TCGA-B0-5699-01A

53 years, male, white, stage:i

1.3

TCGA-BP-4807-01A

42 years, male, white, stage:i

1.3

TCGA-2Z-A9JG-01A

64 years, male, white, stage:i

1.3

TCGA-B0-5402-01A

64 years, male, white, stage:iv

1.3

TCGA-BP-4961-01A

47 years, male, white, stage:i

1.3

TCGA-B8-5552-01B

41 years, female, white, stage:i

1.2

TCGA-B2-4102-01A

61 years, male, white, stage:i

1.2

TCGA-A4-7287-01A

75 years, female, white, stage:i

1.2

TCGA-EV-5903-01A

57 years, male, white, stage:i

1.2

TCGA-BP-5168-01A

75 years, male, white, stage:i

1.2

TCGA-B2-5636-01A

79 years, male, white, stage:i

1.2

TCGA-A4-8517-01A

71 years, male, white, stage:i

1.2

TCGA-KN-8431-01A

35 years, female, stage:ii

1.2

TCGA-AK-3456-01A

48 years, male, black or african american, stage:ii

1.2

TCGA-CJ-4908-01A

38 years, male, white, stage:i

1.2

TCGA-A3-3347-01A

76 years, female, white, stage:iii

1.2

TCGA-B0-4819-01A

60 years, female, white, stage:iv

1.2

TCGA-A4-A5Y1-01A

75 years, male, white, stage:iii

1.2

TCGA-A3-3317-01A

67 years, male, stage:ii

1.2

TCGA-BQ-5893-01A

61 years, male, white, stage:iv

1.2

TCGA-BQ-7048-01A

64 years, male, white, stage:iii

1.2

TCGA-P4-AAVK-01A

74 years, male, white, stage:iii

1.2

TCGA-G7-A8LD-01A

71 years, male, white, stage:iii

1.2

TCGA-KL-8332-01A

55 years, male, white, stage:i

1.2

TCGA-PJ-A5Z9-01A

80 years, female, white, stage:i

1.2

TCGA-IA-A83V-01A

63 years, male, white, stage:i

1.2

TCGA-A3-3316-01A

57 years, male, white, stage:ii

1.2

TCGA-B0-4718-01A

57 years, male, white, stage:iii

1.2

TCGA-HE-A5NF-01A

58 years, male, stage:i

1.2

TCGA-BP-4781-01A

78 years, male, white, stage:i

1.2

TCGA-KV-A6GE-01A

65 years, male, white, stage:i

1.2

TCGA-KM-8476-01A

47 years, male, white, stage:i

1.2

TCGA-G7-6789-01A

53 years, female, white, stage:iv

1.2

TCGA-DV-5574-01A

37 years, male, white, stage:i

1.2

TCGA-BP-4967-01A

76 years, male, white, stage:iii

1.2

TCGA-DV-A4VZ-01A

53 years, male, black or african american, stage:i

1.2

TCGA-EU-5906-01A

55 years, male, white, stage:i

1.2

TCGA-Y8-A898-01A

69 years, male, white, stage:i

1.2

TCGA-BP-4334-01A

56 years, male, white, stage:iii

1.2

TCGA-B9-5156-01A

51 years, male, white

1.2

TCGA-CJ-4916-01A

69 years, female, white, stage:iii

1.2

TCGA-B0-5084-01A

33 years, male, white, stage:iv

1.2

TCGA-BQ-7060-01A

53 years, male, american indian or alaska native, stage:i

1.2

TCGA-B0-4847-01A

60 years, male, white, stage:iv

1.2

TCGA-KO-8415-01A

44 years, female, white, stage:i

1.2

TCGA-CW-6093-01A

73 years, male, white, stage:i

1.2

TCGA-B0-5117-01A

40 years, male, white, stage:i

1.2

TCGA-CJ-4912-01A

61 years, male, white, stage:ii

1.2

TCGA-2Z-A9J1-01A

71 years, male, white, stage:i

1.1

TCGA-KL-8326-01A

69 years, male, white, stage:iii

1.1

TCGA-A4-7585-01A

67 years, male, white, stage:iii

1.1

TCGA-CJ-6028-01A

58 years, male, white, stage:iv

1.1

TCGA-B0-5703-01A

73 years, male, white, stage:i

1.1

TCGA-CJ-4641-01A

55 years, female, white, stage:iv

1.1

TCGA-B0-5709-01A

62 years, female, white, stage:iii

1.1

TCGA-GL-A59T-01A

46 years, male, white, stage:i

1.1

TCGA-B4-5834-01A

59 years, male, white, stage:i

1.1

TCGA-G7-7501-01A

55 years, female, black or african american, stage:iii

1.1

TCGA-BP-5192-01A

59 years, male, white, stage:i

1.1

TCGA-DV-5569-01A

29 years, female, white, stage:i

1.1

TCGA-IA-A83T-01A

80 years, male, white

1.1

TCGA-KO-8403-01A

49 years, male, white, stage:i

1.1

TCGA-CJ-4907-01A

58 years, male, white, stage:iii

1.1

TCGA-BP-4964-01A

55 years, female, white, stage:i

1.1

TCGA-F9-A4JJ-01A

35 years, female, black or african american, stage:iii

1.1

TCGA-B0-4843-01A

57 years, male, white, stage:iii

1.1

TCGA-DV-5566-01A

67 years, female, white, stage:i

1.1

TCGA-B4-5377-01A

68 years, female, white, stage:iv

1.1

TCGA-G7-6790-01A

57 years, male, white, stage:i

1.1

TCGA-UZ-A9Q0-01A

60 years, male, white, stage:i

1.1

TCGA-5P-A9JW-01A

64 years, male, white

1.1

TCGA-A3-3308-01A

77 years, female, white, stage:iii

1.1

TCGA-KO-8410-01A

74 years, female, white, stage:i

1.1

TCGA-BP-5006-01A

61 years, male, white, stage:i

1.1

TCGA-CW-5581-01A

44 years, male, white, stage:i

1.1

TCGA-CZ-5459-01A

63 years, male, white, stage:iii

1.1

TCGA-B2-4099-01A

83 years, male, white, stage:i

1.1

TCGA-B0-4837-01A

63 years, male, white, stage:i

1.1

TCGA-G6-A8L7-01A

81 years, female, black or african american, stage:i

1.1

TCGA-BP-5202-01A

75 years, male, white, stage:iii

1.1

TCGA-CJ-4873-01A

85 years, female, white, stage:iii

1.1

TCGA-BP-5184-01A

54 years, male, white, stage:i

1.1

TCGA-B0-5695-01A

61 years, female, white, stage:i

1.1

TCGA-B1-5398-01A

73 years, male, white, stage:iii

1.1

TCGA-BP-5183-01A

57 years, male, white, stage:iii

1.1

TCGA-CJ-5686-01A

59 years, female, white, stage:i

1.1

TCGA-B8-A54G-01A

50 years, male, black or african american, stage:i

1.1

TCGA-B8-4621-01A

63 years, male, black or african american, stage:i

1.1

TCGA-BP-4170-01A

72 years, female, white, stage:i

1.1

TCGA-B8-5165-01A

43 years, male, white, stage:i

1.1

TCGA-IZ-A6M9-01A

63 years, male, white, stage:i

1.1

TCGA-2Z-A9J5-01A

80 years, male, white, stage:ii

1.1

TCGA-P4-A5E6-01A

67 years, male, black or african american, stage:iii

1.1

TCGA-BP-4782-01A

55 years, female, white, stage:i

1.1

TCGA-5P-A9KE-01A

70 years, male, white

1.1

TCGA-B8-A54D-01A

69 years, male, black or african american, stage:iii

1.1

TCGA-CJ-4894-01A

58 years, male, white, stage:iii

1.1

TCGA-CW-5591-01A

56 years, male, white, stage:iv

1.1

TCGA-B0-4701-01A

66 years, female, white, stage:iv

1.1

TCGA-CJ-4868-01A

42 years, male, white, stage:iv

1.1

TCGA-CZ-5982-01A

59 years, female, white, stage:i

1.1

TCGA-BP-5182-01A

56 years, male, white, stage:i

1.1

TCGA-BP-5194-01A

39 years, male, white, stage:i

1.1

TCGA-CZ-4863-01A

51 years, female, white, stage:iii

1.1

TCGA-AK-3425-01A

68 years, male, white, stage:i

1.1

TCGA-B0-4945-01A

75 years, female, white, stage:i

1.1

TCGA-CJ-4901-01A

47 years, male, white, stage:iii

1.1

TCGA-B0-4823-01A

88 years, male, white, stage:i

1.1

TCGA-CJ-6032-01A

63 years, female, white, stage:ii

1.0

TCGA-CZ-5454-01A

63 years, male, white, stage:iv

1.0

TCGA-A3-3329-01A

75 years, male, white, stage:i

1.0

TCGA-BP-4354-01A

41 years, male, white, stage:iv

1.0

TCGA-BP-4352-01A

74 years, female, white, stage:iv

1.0

TCGA-GL-8500-01A

63 years, male, white, stage:i

1.0

TCGA-BP-4160-01A

67 years, male, white, stage:iii

1.0

TCGA-B0-5081-01A

80 years, female, white, stage:iii

1.0

TCGA-B3-3926-01A

59 years, female, white, stage:i

1.0

TCGA-DZ-6133-01A

66 years, female, white, stage:i

1.0

TCGA-B8-5545-01A

42 years, male, black or african american, stage:i

1.0

TCGA-B2-5635-01A

74 years, male, white, stage:i

1.0

TCGA-BP-4347-01A

74 years, male, white, stage:iii

1.0

TCGA-CZ-5467-01A

86 years, female, white, stage:iii

1.0

TCGA-AK-3455-01A

71 years, female, white, stage:iii

1.0

TCGA-B0-5104-01A

90 years, female, white, stage:i

1.0

TCGA-BP-4986-01A

75 years, male, white, stage:i

1.0

TCGA-CJ-4895-01A

62 years, male, white, stage:iv

1.0

TCGA-BP-4993-01A

58 years, male, white, stage:i

1.0

TCGA-DZ-6134-01A

69 years, male, white, stage:i

1.0

TCGA-B9-7268-01A

59 years, male, white, stage:ii

1.0

TCGA-BP-5181-01A

58 years, female, white, stage:i

1.0

TCGA-B0-5694-01A

71 years, male, white, stage:iii

1.0

TCGA-BQ-5891-01A

57 years, female, white, stage:iii

1.0

TCGA-BP-4173-01A

47 years, male, white, stage:ii

1.0

TCGA-BQ-7059-01A

71 years, male, white, stage:i

1.0

TCGA-B0-5106-01A

64 years, male, white, stage:i

1.0

TCGA-BQ-7046-01A

61 years, male, white, stage:i

1.0

TCGA-CJ-4872-01A

51 years, male, white, stage:i

1.0

TCGA-CJ-4918-01A

64 years, male, white, stage:iv

1.0

TCGA-A3-3306-01A

67 years, male, white, stage:i

1.0

TCGA-DW-7838-01A

66 years, male, white, stage:i

1.0

TCGA-UZ-A9Q1-01A

88 years, female, white, stage:i

1.0

TCGA-B0-4706-01A

61 years, male, white, stage:iii

1.0

TCGA-B9-A8YI-01A

79 years, male, black or african american, stage:i

1.0

TCGA-CJ-4903-01A

50 years, male, white, stage:i

1.0

TCGA-B0-5707-01A

39 years, female, white, stage:i

1.0

TCGA-BQ-7062-01A

64 years, male, black or african american, stage:i

1.0

TCGA-A3-3387-01A

49 years, male, white, stage:i

1.0

TCGA-BP-4760-01A

69 years, male, black or african american, stage:i

1.0

TCGA-BP-4777-01A

46 years, male, white, stage:i

1.0

TCGA-CJ-4874-01A

73 years, female, white, stage:i

1.0

TCGA-BQ-5877-01A

60 years, male, black or african american, stage:iv

1.0

TCGA-BP-4795-01A

74 years, female, white, stage:i

1.0

TCGA-B9-4617-01A

41 years, male, black or african american

1.0

TCGA-B8-4146-01B

41 years, female, white, stage:i

1.0

TCGA-Y8-A8S1-01A

61 years, male, white, stage:i

1.0

TCGA-B9-A44B-01A

70 years, male, black or african american, stage:iii

1.0

TCGA-BP-5004-01A

53 years, male, white, stage:i

1.0

TCGA-BP-4977-01A

57 years, male, white, stage:i

1.0

TCGA-CZ-5464-01A

69 years, male, white, stage:iv

1.0

TCGA-CZ-5985-01A

58 years, male, white, stage:ii

1.0

TCGA-A3-3382-01A

69 years, male, white, stage:i

1.0

TCGA-WN-A9G9-01A

male, white, stage:i

1.0

TCGA-BP-4177-01A

65 years, male, white, stage:i

1.0

TCGA-DW-7834-01A

53 years, male, white, stage:i

1.0

TCGA-BQ-5892-01A

51 years, male, white, stage:i

1.0

TCGA-BP-5010-01A

63 years, male, white, stage:iii

1.0

TCGA-CZ-5457-01A

62 years, male, white, stage:iii

1.0

TCGA-A4-7286-01A

42 years, male, white

1.0

TCGA-P4-AAVM-01A

69 years, male, white, stage:i

1.0

TCGA-CZ-5455-01A

63 years, male, white, stage:iv

1.0

TCGA-A3-3373-01A

54 years, female, white, stage:i

1.0

TCGA-BP-5177-01A

46 years, female, white, stage:i

1.0

TCGA-CZ-5988-01A

38 years, male, white, stage:i

0.9

TCGA-AK-3426-01A

37 years, male, white, stage:iii

0.9

TCGA-BP-4176-01A

64 years, male, white, stage:i

0.9

TCGA-A3-3378-01A

60 years, male, white, stage:i

0.9

TCGA-CJ-4890-01A

72 years, male, white, stage:iv

0.9

TCGA-DW-7837-01A

43 years, male, black or african american, stage:i

0.9

TCGA-BQ-5894-01A

42 years, male, stage:iv

0.9

TCGA-2Z-A9JK-01A

50 years, male, white, stage:iii

0.9

TCGA-A4-7828-01A

74 years, female, black or african american, stage:i

0.9

TCGA-UN-AAZ9-01A

76 years, female, black or african american, stage:i

0.9

TCGA-P4-AAVO-01A

69 years, male, white, stage:i

0.9

TCGA-BP-4787-01A

59 years, female, white, stage:iv

0.9

TCGA-DW-7836-01A

55 years, male, white, stage:i

0.9

TCGA-BP-4161-01A

74 years, male, white, stage:i

0.9

TCGA-P4-A5EA-01A

54 years, female, white, stage:iii

0.9

TCGA-J7-6720-01A

42 years, male, asian, stage:i

0.9

TCGA-CZ-5452-01A

69 years, male, white, stage:ii

0.9

TCGA-A3-3357-01A

62 years, male, white, stage:ii

0.9

TCGA-CJ-4897-01A

79 years, female, white, stage:iii

0.9

TCGA-KO-8405-01A

29 years, male, white, stage:iii

0.9

TCGA-P4-A5ED-01A

51 years, male, white, stage:i

0.9

TCGA-A4-A48D-01A

85 years, male, black or african american, stage:i

0.9

TCGA-EU-5905-01A

67 years, female, white, stage:i

0.9

TCGA-CJ-4870-01A

58 years, female, black or african american, stage:iii

0.9

TCGA-CJ-4920-01A

64 years, female, white, stage:i

0.9

TCGA-B4-5844-01A

61 years, female, white, stage:ii

0.9

TCGA-EU-5907-01A

81 years, male, white, stage:iii

0.9

TCGA-A4-7583-01A

60 years, male, black or african american, stage:i

0.9

TCGA-B0-5700-01A

77 years, male, white, stage:i

0.9

TCGA-CZ-5462-01A

83 years, male, white, stage:iv

0.9

TCGA-B0-4707-01A

63 years, male, white, stage:iii

0.9

TCGA-CJ-4905-01A

62 years, female, white, stage:i

0.9

TCGA-A4-A5XZ-01A

65 years, female, white, stage:ii

0.9

TCGA-CJ-4893-01A

76 years, female, white, stage:i

0.9

TCGA-CJ-4900-01A

69 years, female, white, stage:iv

0.9

TCGA-BP-5009-01A

52 years, male, white, stage:i

0.9

TCGA-BP-4784-01A

67 years, female, white, stage:i

0.9

TCGA-CJ-4875-01A

67 years, male, white, stage:iv

0.9

TCGA-CW-5580-01A

73 years, female, white, stage:iv

0.9

TCGA-BP-4798-01A

74 years, male, white

0.9

TCGA-CZ-4866-01A

79 years, female, white, stage:i

0.9

TCGA-B0-4703-01A

51 years, male, white, stage:iv

0.9

TCGA-BP-4960-01A

46 years, male, white, stage:ii

0.9

TCGA-G6-A8L6-01A

55 years, male, black or african american, stage:iv

0.9

TCGA-BP-4803-01A

79 years, male, white, stage:iii

0.9

TCGA-2Z-A9J2-01A

71 years, female, white, stage:i

0.9

TCGA-B0-5812-01A

53 years, male, white, stage:i

0.9

TCGA-BP-4345-01A

62 years, male, white, stage:iii

0.9

TCGA-BP-4758-01A

40 years, male, white, stage:i

0.9

TCGA-BP-4801-01A

57 years, male, white, stage:i

0.9

TCGA-A3-3383-01A

52 years, male, white, stage:i

0.9

TCGA-B8-A54I-01A

48 years, male, black or african american, stage:i

0.9

TCGA-MH-A562-01A

57 years, male, black or african american, stage:i

0.9

TCGA-BQ-5890-01A

69 years, male, white, stage:iii

0.9

TCGA-DV-A4W0-01A

55 years, male, black or african american, stage:i

0.9

TCGA-PJ-A5Z8-01A

60 years, female, white, stage:i

0.9

TCGA-B0-5116-01A

53 years, male, white, stage:iii

0.9

TCGA-A4-8098-01A

73 years, male, black or african american, stage:i

0.9

TCGA-A3-A6NI-01A

47 years, male, black or african american, stage:i

0.9

TCGA-B0-5697-01A

50 years, male, white, stage:i

0.9

TCGA-CZ-4856-01A

62 years, female, white, stage:i

0.9

TCGA-CZ-4854-01A

68 years, male, white, stage:i

0.9

TCGA-CJ-4888-01A

59 years, male, white, stage:iv

0.9

TCGA-G7-6795-01A

56 years, male, white, stage:i

0.9

TCGA-DV-5573-01A

41 years, male, white, stage:i

0.9

TCGA-AK-3434-01A

72 years, male, white, stage:i

0.9

TCGA-BP-4965-01A

46 years, male, white, stage:i

0.9

TCGA-GL-A4EM-01A

62 years, male, white, stage:i

0.9

TCGA-G7-A8LC-01A

61 years, male, white, stage:i

0.9

TCGA-SX-A7SM-01A

60 years, male, black or african american, stage:iv

0.9

TCGA-B8-4619-01A

58 years, male, white, stage:i

0.9

TCGA-B9-A5W8-01A

50 years, male, black or african american, stage:ii

0.9

TCGA-2Z-A9JP-01A

63 years, male, white, stage:i

0.8

TCGA-5P-A9K3-01A

59 years, male, white

0.8

TCGA-B0-5690-01A

53 years, female, white, stage:i

0.8

TCGA-BP-4804-01A

59 years, male, white, stage:i

0.8

TCGA-IA-A83S-01A

81 years, male, white

0.8

TCGA-CJ-5683-01A

78 years, male, white, stage:i

0.8

TCGA-BQ-7045-01A

78 years, male, black or african american, stage:i

0.8

TCGA-CJ-6031-01A

54 years, male, white, stage:i

0.8

TCGA-CZ-5460-01A

55 years, male, white, stage:iv

0.8

TCGA-BP-4326-01A

53 years, female, white, stage:i

0.8

TCGA-BP-5201-01A

63 years, male, white, stage:iv

0.8

TCGA-CJ-4885-01A

64 years, male, white, stage:iv

0.8

TCGA-B0-5083-01A

63 years, male, white, stage:i

0.8

TCGA-CZ-5465-01A

76 years, female, stage:iii

0.8

TCGA-B0-4694-01A

72 years, male, white, stage:iii

0.8

TCGA-B0-5109-01A

69 years, male, white, stage:iii

0.8

TCGA-B0-4844-01A

60 years, male, white, stage:iv

0.8

TCGA-CJ-4636-01A

51 years, male, white, stage:iii

0.8

TCGA-CW-5587-01A

62 years, female, white, stage:iii

0.8

TCGA-B8-5550-01A

71 years, male, white, stage:iii

0.8

TCGA-BP-4762-01A

42 years, male, white, stage:i

0.8

TCGA-B8-5162-01A

63 years, male, white, stage:ii

0.8

TCGA-B0-5711-01A

50 years, male, white, stage:iii

0.8

TCGA-CJ-4882-01A

57 years, male, black or african american, stage:iii

0.8

TCGA-BP-4972-01A

43 years, female, white, stage:iii

0.8

TCGA-A3-3311-01A

58 years, male, stage:i

0.8

TCGA-B0-5107-01A

65 years, female, white, stage:iv

0.8

TCGA-BP-5200-01A

44 years, male, white, stage:ii

0.8

TCGA-CJ-4876-01A

57 years, male, white, stage:ii

0.8

TCGA-B0-5100-01A

72 years, male, black or african american, stage:iii

0.8

TCGA-CZ-4865-01A

70 years, female, white, stage:i

0.8

TCGA-DZ-6132-01A

69 years, male, stage:i

0.8

TCGA-CJ-6030-01A

66 years, male, white, stage:i

0.8

TCGA-CZ-5468-01A

84 years, male, white, stage:iv

0.8

TCGA-AL-A5DJ-01A

55 years, female, white, stage:iii

0.8

TCGA-MM-A84U-01A

58 years, female, black or african american, stage:i

0.8

TCGA-AK-3450-01A

85 years, female, white, stage:i

0.8

TCGA-AK-3431-01A

62 years, female, white, stage:ii

0.8

TCGA-MH-A560-01A

62 years, male, white, stage:i

0.8

TCGA-B2-5641-01A

79 years, male, white, stage:i

0.8

TCGA-BP-4985-01A

72 years, male, white, stage:iii

0.8

TCGA-B0-4848-01A

54 years, male, white, stage:iii

0.8

TCGA-A3-3335-01A

41 years, male, white, stage:ii

0.8

TCGA-4A-A93Y-01A

63 years, female, black or african american, stage:ii

0.8

TCGA-BP-4329-01A

75 years, male, white, stage:iii

0.8

TCGA-B0-4700-01A

60 years, male, white, stage:iv

0.8

TCGA-B0-5710-01A

57 years, male, white, stage:i

0.8

TCGA-IZ-A6M8-01A

69 years, male, black or african american, stage:i

0.8

TCGA-CZ-5463-01A

76 years, male, white, stage:ii

0.8

TCGA-B0-5075-01A

77 years, female, white, stage:iii

0.8

TCGA-BQ-5885-01A

63 years, male, white, stage:iii

0.8

TCGA-B4-5843-01A

45 years, male, white, stage:i

0.8

TCGA-5P-A9K8-01A

51 years, female, white

0.8

TCGA-BP-5176-01A

78 years, female, white, stage:i

0.8

TCGA-B8-5551-01A

65 years, female, black or african american, stage:i

0.8

TCGA-A3-3346-01A

68 years, male, white, stage:i

0.8

TCGA-3Z-A93Z-01A

69 years, male, black or african american, stage:i

0.8

TCGA-CZ-5984-01A

51 years, male, white, stage:i

0.8

TCGA-CW-5590-01A

51 years, male, white, stage:iv

0.7

TCGA-B8-5158-01A

56 years, male, white, stage:iii

0.7

TCGA-BP-5000-01A

40 years, male, white, stage:i

0.7

TCGA-CJ-5684-01A

61 years, male, white, stage:iii

0.7

TCGA-B8-5553-01A

67 years, female, white, stage:i

0.7

TCGA-CJ-5672-01A

84 years, male, white, stage:i

0.7

TCGA-BP-4983-01A

67 years, female, asian, stage:iii

0.7

TCGA-B0-5121-01A

56 years, male, white, stage:i

0.7

TCGA-B8-4153-01B

74 years, male, white, stage:iii

0.7

TCGA-CJ-4904-01A

60 years, female, white, stage:iv

0.7

TCGA-BP-4970-01A

44 years, male, asian, stage:iii

0.7

TCGA-CJ-4881-01A

41 years, male, white, stage:iii

0.7

TCGA-CW-6097-01A

32 years, male, white, stage:iii

0.7

TCGA-B8-5164-01A

65 years, male, white, stage:iii

0.7

TCGA-AS-3777-01A

63 years, male, white, stage:i

0.7

TCGA-B4-5836-01A

61 years, female, white, stage:i

0.7

TCGA-CJ-4638-01A

46 years, female, white, stage:iv

0.7

TCGA-KL-8344-01A

51 years, male, white, stage:iii

0.7

TCGA-AK-3458-01A

48 years, male, white, stage:i

0.7

TCGA-DV-5568-01A

26 years, male, white, stage:i

0.7

TCGA-B0-5080-01A

63 years, male, white, stage:iv

0.7

TCGA-CW-6087-01A

61 years, male, white, stage:iv

0.7

TCGA-B0-5108-01A

54 years, male, white, stage:iii

0.7

TCGA-B2-4098-01A

72 years, female, black or african american, stage:i

0.7

TCGA-B8-5163-01A

63 years, female, white, stage:iii

0.7

TCGA-CJ-4884-01A

72 years, female, white, stage:iii

0.7

TCGA-G7-6793-01A

60 years, female, white, stage:iv

0.7

TCGA-CJ-6027-01A

77 years, male, white, stage:i

0.7

TCGA-A4-8518-01A

48 years, male, white, stage:i

0.7

TCGA-CZ-4858-01A

39 years, male, white, stage:ii

0.7

TCGA-BP-5180-01A

53 years, male, white, stage:i

0.7

TCGA-HE-7130-01A

female, stage:iii

0.7

TCGA-BP-5195-01A

75 years, male, white, stage:i

0.7

TCGA-F9-A7VF-01A

75 years, female, white, stage:i

0.7

TCGA-B0-5696-01A

70 years, male, white, stage:iii

0.7

TCGA-CZ-4861-01A

63 years, male, white, stage:ii

0.7

TCGA-CJ-5671-01A

51 years, male, white, stage:i

0.7

TCGA-A4-7997-01A

67 years, male, white, stage:i

0.7

TCGA-BP-4763-01A

79 years, female, white, stage:i

0.7

TCGA-B4-5835-01A

64 years, female, white, stage:i

0.7

TCGA-BQ-5889-01A

63 years, male, white, stage:iv

0.7

TCGA-B8-4620-01A

70 years, female, white, stage:iii

0.7

TCGA-BP-4797-01A

34 years, male, white, stage:iii

0.7

TCGA-BP-4338-01A

43 years, male, white, stage:i

0.7

TCGA-CZ-5469-01A

41 years, male, white, stage:ii

0.7

TCGA-BP-5189-01A

60 years, male, white, stage:i

0.7

TCGA-AL-3473-01A

55 years, male, white, stage:ii

0.7

TCGA-AK-3428-01A

62 years, male, white, stage:iii

0.7

TCGA-KL-8339-01A

67 years, male, white, stage:iv

0.7

TCGA-B0-4817-01A

81 years, male, white, stage:iii

0.7

TCGA-B0-5096-01A

72 years, female, white, stage:iii

0.7

TCGA-B0-5701-01A

65 years, male, white, stage:iii

0.6

TCGA-CJ-5675-01A

70 years, male, white, stage:ii

0.6

TCGA-CJ-4644-01A

48 years, female, white, stage:iv

0.6

TCGA-BQ-5888-01A

74 years, female, white, stage:i

0.6

TCGA-CZ-5456-01A

57 years, male, white, stage:ii

0.6

TCGA-B0-5712-01A

68 years, female, black or african american, stage:iv

0.6

TCGA-B0-4691-01A

55 years, male, white, stage:iv

0.6

TCGA-DW-7963-01B

43 years, male, black or african american, stage:i

0.6

TCGA-B8-5159-01A

61 years, female, white, stage:i

0.6

TCGA-DV-5565-01A

59 years, male, white, stage:i

0.6

TCGA-B0-5692-01A

66 years, female, white, stage:iii

0.6

TCGA-CJ-5680-01A

65 years, female, white, stage:iv

0.6

TCGA-BP-4166-01A

69 years, male, white, stage:iii

0.6

TCGA-B0-4827-01A

77 years, female, white, stage:iii

0.6

TCGA-BP-4981-01A

75 years, female, white, stage:iii

0.6

TCGA-B0-5097-01A

59 years, female, white, stage:iii

0.6

TCGA-B1-A656-01A

64 years, male, white, stage:i

0.6

TCGA-B0-5698-01A

77 years, male, black or african american, stage:i

0.6

TCGA-B1-7332-01A

61 years, female, black or african american, stage:ii

0.6

TCGA-BP-5169-01A

70 years, male, white, stage:i

0.6

TCGA-HE-A5NK-01A

82 years, male

0.6

TCGA-A3-3319-01A

70 years, male, white, stage:i

0.6

TCGA-BP-5190-01A

61 years, male, white, stage:i

0.6

TCGA-CW-5588-01A

78 years, female, white, stage:i

0.6

TCGA-BP-5185-01A

56 years, male, white, stage:i

0.6

TCGA-BP-5191-01A

80 years, male, white, stage:iii

0.6

TCGA-B1-A655-01A

77 years, female, white, stage:i

0.6

TCGA-BP-4759-01A

50 years, male, white, stage:i

0.6

TCGA-BP-4163-01A

60 years, female, white, stage:iii

0.6

TCGA-CZ-5989-01A

60 years, male, white, stage:ii

0.6

TCGA-BP-4174-01A

49 years, male, white, stage:ii

0.6

TCGA-BP-4159-01A

70 years, male, white, stage:i

0.6

TCGA-B0-4713-01A

76 years, female, white, stage:iii

0.6

TCGA-BP-5196-01A

54 years, male, white, stage:i

0.5

TCGA-B0-4836-01A

61 years, male, white, stage:iv

0.5

TCGA-CW-6090-01A

68 years, male, white, stage:i

0.5

TCGA-BP-5175-01A

60 years, male, white, stage:i

0.5

TCGA-CZ-5461-01A

52 years, male, white, stage:iv

0.5

TCGA-CJ-4640-01A

49 years, male, white, stage:iii

0.5

TCGA-IA-A40U-01A

56 years, male, white, stage:iii

0.5

TCGA-BP-5170-01A

55 years, male, white, stage:i

0.5

TCGA-CZ-5987-01A

60 years, male, white, stage:iv

0.5

TCGA-BP-5173-01A

75 years, male, white, stage:i

0.5

TCGA-AK-3429-01A

54 years, female, white, stage:ii

0.5

TCGA-BP-5174-01A

45 years, female, white, stage:i

0.5

TCGA-B2-5639-01A

46 years, male, white, stage:iv

0.5

TCGA-BP-4962-01A

58 years, male, white, stage:ii

0.5

TCGA-CJ-5679-01A

73 years, male, white, stage:iii

0.5

TCGA-CZ-5470-01A

72 years, female, stage:ii

0.5

TCGA-CJ-4871-01A

63 years, male, white, stage:iv

0.5

TCGA-BQ-5876-01A

75 years, male, white, stage:i

0.5

TCGA-AK-3436-01A

40 years, male, white, stage:iv

0.5

TCGA-CJ-4869-01A

49 years, male, white, stage:iii

0.5

TCGA-MH-A854-01A

62 years, female, black or african american, stage:i

0.5

TCGA-BP-4343-01A

64 years, male, white, stage:iii

0.5

TCGA-BP-5178-01A

71 years, male, white, stage:iv

0.5

TCGA-BP-5198-01A

72 years, male, white, stage:iii

0.5

TCGA-CJ-5676-01A

47 years, male, white, stage:iii

0.5

TCGA-CJ-5689-01A

90 years, male, white, stage:i

0.5

TCGA-BP-4770-01A

73 years, female, white, stage:iv

0.4

TCGA-CZ-4860-01A

60 years, male, white, stage:iv

0.4

TCGA-CJ-5682-01A

60 years, male, white, stage:iv

0.4

TCGA-CJ-6033-01A

54 years, female, white, stage:iv

0.4

TCGA-B0-5400-01A

59 years, female, white, stage:iii

0.4

TCGA-G7-6796-01A

58 years, male, white, stage:i

0.4

TCGA-DV-A4VX-01A

59 years, male, black or african american, stage:iv

0.4

TCGA-B0-4839-01A

80 years, female, white, stage:i

0.4

TCGA-AL-7173-01A

72 years, female, white, stage:iv

0.4

TCGA-KO-8404-01A

78 years, male, white, stage:iv

0.4

TCGA-CW-5584-01A

74 years, male, white, stage:iii

0.4

TCGA-BP-4167-01A

60 years, male, white, stage:iii

0.4

TCGA-AK-3427-01A

65 years, male, white, stage:i

0.4

TCGA-BQ-7058-01A

81 years, male, white, stage:iii

0.4

TCGA-BQ-5881-01A

69 years, male, white, stage:i

0.4

TCGA-BP-4959-01A

49 years, male, white, stage:i

0.4

TCGA-B0-4712-01A

76 years, male, white, stage:iv

0.4

TCGA-BQ-5887-01A

54 years, male, white, stage:iii

0.4

TCGA-CJ-5677-01A

54 years, female, white, stage:iv

0.4

TCGA-G6-A5PC-01A

54 years, female, black or african american, stage:iv

0.3

TCGA-Q2-A5QZ-01A

61 years, female, black or african american, stage:iii

0.3

TCGA-B0-4841-01A

63 years, male, white, stage:iv

0.3

TCGA-B4-5838-01A

52 years, male, white

0.3

TCGA-BP-4799-01A

70 years, male, white, stage:iii

0.3

TCGA-2Z-A9JQ-01A

66 years, male, white, stage:i

0.3

TCGA-AK-3447-01A

84 years, male, white, stage:ii

0.3

TCGA-BQ-5886-01A

75 years, male, white, stage:iii

0.3

TCGA-BP-4761-01A

57 years, male, white, stage:iii

0.3

TCGA-B0-4842-01A

74 years, female, white, stage:iii

0.3

TCGA-CJ-5678-01A

62 years, male, black or african american, stage:iv

0.3

TCGA-2Z-A9JT-01A

71 years, male, white, stage:i

0.3

TCGA-BQ-5880-01A

79 years, male, white, stage:iii

0.3

TCGA-AK-3451-01A

48 years, male, white, stage:ii

0.3

TCGA-B0-5702-01A

71 years, male, white, stage:i

0.2

TCGA-B4-5832-01A

65 years, male, white, stage:iii

0.1

Show all

Best separation

Median separation

Expression cutoff

0.8 FPKM

1.1 FPKM

5-year survival highi

5-year survival for patients with higher expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

66%

65%

5-year survival lowi

5-year survival for patients with lower expression than the expression cutoff.

The Scatter Survival plot shows the clinical status for all individuals in the patient cohort, based on the same data as in the Kaplan-Meier plots. Living patients are shown in blue and deceased patients in red. The x-axis shows the expression levels (FPKM) of the investigated gene at the time of diagnosis and the y-axis shows the number of years of survival (living years) after the diagnosis.

Individual patient data is displayed in an interactive plot and can be filtered by clicking on one or several category buttons to the left. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be changed to "x linear" by clicking on the "x log" button on the left. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

Stage:

TCGA RNA samplesi

RNA-seq data is reported as median FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .

Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.